Deep learning model integrates dynamic firebreak placement for improved wildfire spread prediction

Abstract. Wildfire management strategies increasingly demand accurate predictive models that integrate real-time intervention measures. Despite advances in machine learning (ML) for wildfire modelling, existing approaches largely overlook the role of fire